1.Evaluation of rapid identification model of hypervirulent Klebsiella pneumoniae based on MALDI-TOF MS and machine learning algorithm
Dongmei MAI ; Jiana LAN ; Yuwei HE ; Ran LI ; Xiaoling HUANG
Chinese Journal of Nosocomiology 2025;35(11):1684-1689
OBJECTIVE To screen characteristic peaks of hypervirulent Klebsiella pneumoniae(hvKP)using ma-trix-assisted laser desorption ionization time-of-flight mass spectrometry(MALDI-TOF MS)combined with EX-Smartspec software and establish a rapid detection model for hvKP.METHODS Based on identification criteria of any positive peg-344,iroB,iucA,rmpA,prmpA2 genes or siderophore production>30 μg/ml,89 hvKP and 72 classical Klebsiella pneumoniae(cKP)strains were initially collected and validated for virulence via Galleria mellonella assays.A diagnostic model distinguishing hvKP from cKP was constructed using EX-Smartspec soft-ware and a convolutional neural network algorithm,integrating characteristic peaks and cluster analysis to provide a rapid and accurate clinical diagnostic tool.RESULTS MALDI-TOF MS analysis identified a characteristic hvKP peak at(3 835±100)ppm.Receiver operating characteristic(ROC)curve analysis revealed optimal performance in distinguishing hvKP with an area under the curve(AUC)=0.741.When AUC ≥0.089,the model demonstra-ted high sensitivity(86.41%),specificity(69.90%),accuracy(78.16%),positive predictive value(74.17%),and negative predictive value(83.72%)in differentiating hvKP from cKP.Cluster analysis further validated the model's classification accuracy.Additionally,the typing classification model exhibited high accuracy(approxi-mately 0.95 and 0.90 in training and validation phases,respectively)and low loss values(-0.18 and 0.30).Val-idation of 6 randomly selected hvKP and 5 cKP strains showed a 100.00%pass rate.CONCLUSION The estab-lished diagnostic model for hvKP and cKP provides a rapid and accurate clinical tool for timely treatment of hvKP-related infections.
2.Influence of ultrasound-guided internal branch block of superior laryngeal nerve on stress response after uvula palatopharyngoplasty
Xiaoling HUANG ; Xuanxuan PENG ; Yixun TANG ; Huijuan DING
Journal of Chinese Physician 2025;27(3):397-401
Objective:To evaluate the effect of ultrasound-guided internal branch block of superior laryngeal nerve on stress response during endotracheal catheter indwelling in patients undergoing uvulopalatopharyngoplasty (UPPP).Methods:A total of 80 patients with severe obstructive sleep apnea syndrome requiring elective UPPP from the Hunan Provincial People′s Hospital from January 2020 to December 2021 were retrospectively selected and divided into nerve block group (group B) and dexmedetomidine group (group D). Patients in group B and D received general anesthesia. Patients in the group B received bilateral internal branch block of superior laryngeal nerve under ultrasound guidance before postoperative recovery. Patients in the group D received dexmedetomidine intravenously before the end of surgery. The cough scores and mean arterial pressure (MAP), heart rate (HR), plasma epinephrine (E) and norepinephrine (NE) levels of patients before anesthesia (T 1), immediately after recovery (T 2), 2 h after recovery (T 3), 6 h (T 4), and 12 h (T 5) during endotracheal catheterization were recorded in both groups. The Visual Analogue Scale (VAS) scores of T 2, T 3, T 4, T 5 and 24 h after surgery (T 6) were also obtained. Results:Compared with group D, the cough scores of the group B patients were significantly lower, and the number of cases requiring remedial analgesia was significantly less (all P<0.01). Compared with T 1, MAP and HR at T 2-T 5 time points in the group B and HR and MAP at T 2-T 5 time points in the group D were significantly increased (all P<0.05). Compared with the group D, MAP and HR were significantly higher than those at each time point of T 2-T 5 in the group B (all P<0.05). Compared with T 1, the serum NE and E levels in the group D at T 2-T 5 time points, and the serum NE and T 2 E levels in the group B at T 2-T 5 time points were increased, and the differences were statistically significant (all P<0.05). Compared with the group D, serum E and serum NE levels at T 2-T 5 and T 2-T 4 in the group B were significantly lower (all P<0.05). Compared with T 2, T 5-T 6 VAS scores in the group B and T 3-T 6 VAS scores in the group D were significantly decreased (all P<0.05). Compared with the group D, the VAS scores at T 2-T 5 time points in the group B were significantly lower (all P<0.05). Conclusions:Compared with intravenous use of dexmedetomidine, ultrasound-guided internal branch block of superior laryngeal nerve can significantly reduce the discomfort and stress response during catheterization after UPPP, increase the comfort level of patients, reduce the incidence of postoperative complications, and promote rapid recovery of patients.
3.Current research status of sleep disorders in patients with tinnitus
Xiaoling HUANG ; Dongmei TANG ; Shan SUN ; Huawei LI
Journal of Audiology and Speech Pathology 2025;33(5):485-490
Sleep disorders is one of the most frequent and severe complications in patients with tinnitus and is highly correlated with the severity of tinnitus.Sleep disorders and tinnitus influence each other,forming a vicious circle.While in-terventions have been developed to alleviate tinnitus distress,these interventions are usually not effective in improving sleep in patients with tinnitus and sleep disorders.Helping tinnitus patients to resolve sleep disorders is the key to breaking the cycle and improving their quality of life.In this narrative review,we studyed the current state of research on sleep disorders in patients with tinnitus through three aspects:epidemiology,physiological and psychological mechanisms,and existing psychological,physical,and pharmacological interventions,and to provide a basis for further research on the relationship between tinnitus and sleep disorders and the precise treatment of tinnitus.
4.Functional Connectivity of Lower Limb Sensorimotor Cortex in Type 2 Diabetic Peripheral Neuropathy via Resting-State fMRI
Yitong GUAN ; Wanting LIU ; Peichun PAN ; Jing LI ; Chenyu ZHANG ; Yang HUANG ; Dongsheng ZHANG ; Xiaoling ZHANG
Chinese Journal of Medical Imaging 2025;33(8):805-810
Purpose To investigate the functional connectivity(FC)pattern between the bilateral lower limb sensorimotor cortex(LSM)and the whole brain in type 2 diabetic peripheral neuropathy(DPN).Materials and Methods A total of 44 DPN patients and 43 healthy controls admitted to Shaanxi Provincial People's Hospital from February 2021 to December 2022 were enrolled prospectively and underwent neuropsychological assessment and resting-state fMRI scans.Using bilateral LSM as the regions of interest,the differences of bilateral LSM and whole brain FC between DPN patients and healthy controls were compared.FC in different brain areas were extracted and correlated with clinical/neuropsychological scores.Results Compared with healthy controls,DPN patients had reduced FC of the LSM with the right cerebellar lobule Ⅵ,the right lateral occipitotemporal cortex,the bilateral rostral prefrontal cortex and the bilateral anterior cingulate gyrus.The FC between LSM and right cerebellar Ⅵ in DPN patients were significantly negatively correlated with fasting blood glucose(r=-0.490,P=0.001).The FC between LSM and bilateral anterior cingulate gyrus in DPN patients were significantly positively correlated with Montreal cognitive assessment scores(r=0.479,P=0.001).Conclusion Abnormal FC between LSM and multiple brain regions,suggesting that DPN may have extensive effects on brain regions that maintain motion and motor control function in type 2 diabetes mellitus patients.
5.Neuroprotective role and mechanism of total glucosides of paeony on Parkinson syndrome rats
Xiaoling LU ; Qinguo SUN ; Zhihui HUANG ; Xiaoming DING
Chinese Journal of Geriatric Heart Brain and Vessel Diseases 2025;27(2):223-228
Objective To investigate the neuroprotective effect of TGP on PS rats and determine the impact on the Ste20-like proline/alanine-rich kinase/Na+-K+-Cl cotransport(SPAK/NKCC1)signaling pathway.Methods After PS model was successfully established in 60 male SD rats(7 weeks old),they were randomly divided into model group,low-and high-dose TGP groups,high-dose TGP+negative control group,and high-dose TGP+WNK3 overexpression group,with 12 rats in each group.Another 12 healthy rats served as the control group.After modeling,50 or 200 mg/kg TGP was given to the rats of corresponding groups intragastrically,the overexpression plasmids of WNK3 were given to the rats from the high-dose TGP+WNK3 overexpression group through tail vein injection,and same volume of normal saline was given to the control group.All of these agents were administrated once per day for 7 consecutive days.ELISA was applied to de-tect serum levels of IL-6,IL-1β,MDA and SOD.HE staining was applied to detect the pathological morphology of the substantia nigra region in brain tissue.TUNEL staining was used to observe neuronal apoptosis.Immunohistochemistry was conducted to measure the expression of α-synucle-in(α-syn),and Western blotting for the expression of Bax,Bcl-2 and SPAK/NKCC1 signaling pathway related proteins(WNK3,p-SPAK,SPAK,p-NKCC1 and NKCC1).Results Compared with the model group,the pathological damage of neurons in substantia nigra was reduced in low-and high dose TGP groups,reduced contents of IL-6,IL-1β and MDA,lower neuronal apoptotic rate,and declined expression of Bax,α-syn,WNK3,p-SPAK/SPAK,and p-NKCC1/NKCC1,but raised SOD content and Bcl-2 expression level(88.39±8.96 U/mg,119.57±12.01 U/mg vs 60.28±6.14 U/mg,P<0.05;0.57±0.06,0.82±0.09 vs 0.38±0.04,P<0.05).The intervention with WNK3 overexpression resulted in more severe pathological damage to neurons in the sub-stantia nigra,increased contents of IL-6,IL-1β and MDA,higher neuronal apoptotic rate,enhanced expression of Bax,α-syn,WNK3,p-SPAK/SPAK,and p-NKCC1/NKCC1,and reduced SOD con-tent and Bcl-2 expression level when compared with the high-dose TGP+negative control group(P<0.05).Conclusion TGP exerts neuroprotective effects on PS rats,and its mechanism is re-lated to the inhibition of the SPAK/NKCC1 signaling pathway.
6.Evaluation of rapid identification model of hypervirulent Klebsiella pneumoniae based on MALDI-TOF MS and machine learning algorithm
Dongmei MAI ; Jiana LAN ; Yuwei HE ; Ran LI ; Xiaoling HUANG
Chinese Journal of Nosocomiology 2025;35(11):1684-1689
OBJECTIVE To screen characteristic peaks of hypervirulent Klebsiella pneumoniae(hvKP)using ma-trix-assisted laser desorption ionization time-of-flight mass spectrometry(MALDI-TOF MS)combined with EX-Smartspec software and establish a rapid detection model for hvKP.METHODS Based on identification criteria of any positive peg-344,iroB,iucA,rmpA,prmpA2 genes or siderophore production>30 μg/ml,89 hvKP and 72 classical Klebsiella pneumoniae(cKP)strains were initially collected and validated for virulence via Galleria mellonella assays.A diagnostic model distinguishing hvKP from cKP was constructed using EX-Smartspec soft-ware and a convolutional neural network algorithm,integrating characteristic peaks and cluster analysis to provide a rapid and accurate clinical diagnostic tool.RESULTS MALDI-TOF MS analysis identified a characteristic hvKP peak at(3 835±100)ppm.Receiver operating characteristic(ROC)curve analysis revealed optimal performance in distinguishing hvKP with an area under the curve(AUC)=0.741.When AUC ≥0.089,the model demonstra-ted high sensitivity(86.41%),specificity(69.90%),accuracy(78.16%),positive predictive value(74.17%),and negative predictive value(83.72%)in differentiating hvKP from cKP.Cluster analysis further validated the model's classification accuracy.Additionally,the typing classification model exhibited high accuracy(approxi-mately 0.95 and 0.90 in training and validation phases,respectively)and low loss values(-0.18 and 0.30).Val-idation of 6 randomly selected hvKP and 5 cKP strains showed a 100.00%pass rate.CONCLUSION The estab-lished diagnostic model for hvKP and cKP provides a rapid and accurate clinical tool for timely treatment of hvKP-related infections.
7.Influence of ultrasound-guided internal branch block of superior laryngeal nerve on stress response after uvula palatopharyngoplasty
Xiaoling HUANG ; Xuanxuan PENG ; Yixun TANG ; Huijuan DING
Journal of Chinese Physician 2025;27(3):397-401
Objective:To evaluate the effect of ultrasound-guided internal branch block of superior laryngeal nerve on stress response during endotracheal catheter indwelling in patients undergoing uvulopalatopharyngoplasty (UPPP).Methods:A total of 80 patients with severe obstructive sleep apnea syndrome requiring elective UPPP from the Hunan Provincial People′s Hospital from January 2020 to December 2021 were retrospectively selected and divided into nerve block group (group B) and dexmedetomidine group (group D). Patients in group B and D received general anesthesia. Patients in the group B received bilateral internal branch block of superior laryngeal nerve under ultrasound guidance before postoperative recovery. Patients in the group D received dexmedetomidine intravenously before the end of surgery. The cough scores and mean arterial pressure (MAP), heart rate (HR), plasma epinephrine (E) and norepinephrine (NE) levels of patients before anesthesia (T 1), immediately after recovery (T 2), 2 h after recovery (T 3), 6 h (T 4), and 12 h (T 5) during endotracheal catheterization were recorded in both groups. The Visual Analogue Scale (VAS) scores of T 2, T 3, T 4, T 5 and 24 h after surgery (T 6) were also obtained. Results:Compared with group D, the cough scores of the group B patients were significantly lower, and the number of cases requiring remedial analgesia was significantly less (all P<0.01). Compared with T 1, MAP and HR at T 2-T 5 time points in the group B and HR and MAP at T 2-T 5 time points in the group D were significantly increased (all P<0.05). Compared with the group D, MAP and HR were significantly higher than those at each time point of T 2-T 5 in the group B (all P<0.05). Compared with T 1, the serum NE and E levels in the group D at T 2-T 5 time points, and the serum NE and T 2 E levels in the group B at T 2-T 5 time points were increased, and the differences were statistically significant (all P<0.05). Compared with the group D, serum E and serum NE levels at T 2-T 5 and T 2-T 4 in the group B were significantly lower (all P<0.05). Compared with T 2, T 5-T 6 VAS scores in the group B and T 3-T 6 VAS scores in the group D were significantly decreased (all P<0.05). Compared with the group D, the VAS scores at T 2-T 5 time points in the group B were significantly lower (all P<0.05). Conclusions:Compared with intravenous use of dexmedetomidine, ultrasound-guided internal branch block of superior laryngeal nerve can significantly reduce the discomfort and stress response during catheterization after UPPP, increase the comfort level of patients, reduce the incidence of postoperative complications, and promote rapid recovery of patients.
8.Clinical efficacy of using removable titanium clip combined with rubber band and endoscopic double traction for treating gastric submucosal tumor
Xiaoling CHEN ; Xiaoyan FU ; Lingshan HUANG ; Jing YU
China Journal of Endoscopy 2025;31(5):66-71
Objective To study the clinical efficacy and safety of detachable titanium clip combined with rubber band intracavity dual traction assistance in endoscopic treatment of gastric submucosal tumors(SMT).Methods 52 patients who underwent endoscopic submucosal excavation(ESE)or endoscopic full thickness resection(EFR)for gastric SMT from January 2022 to July 2024 were selected.27 patients using the detachable titanium clip combined with rubber band intracavity dual traction assistance ESE or EFR were selected as experimental group,and 25 patients using the traditional ESE or EFR were selected as control group.Operation time,hospital stay,hospital cost,one time complete excavation rate and complication rates were compared between the two groups.Results The operation time and hospital stay in the experimental group were significantly shorter than those in the control group,and the hospital cost was also significantly lower,with all differences being statistically significant(P<0.05).The comparison of surgical complication rates between the two groups showed a statistically significant difference(P<0.05),with the experimental group having significantly lower total complication rates than that in the control group.However,there was no statistically significant difference(P>0.05)in the rate of one-time complete excavation between the two groups.Conclusion The detachable titanium clip combined with rubber band intracavitary dual-traction-assisted endoscopic treatment for gastric SMT significantly shortens the operation time and hospital stay,reduces hospital costs and surgical complications.It is a simple,effective auxiliary device that worthy for clinical application.
9.Clinical efficacy of using removable titanium clip combined with rubber band and endoscopic double traction for treating gastric submucosal tumor
Xiaoling CHEN ; Xiaoyan FU ; Lingshan HUANG ; Jing YU
China Journal of Endoscopy 2025;31(5):66-71
Objective To study the clinical efficacy and safety of detachable titanium clip combined with rubber band intracavity dual traction assistance in endoscopic treatment of gastric submucosal tumors(SMT).Methods 52 patients who underwent endoscopic submucosal excavation(ESE)or endoscopic full thickness resection(EFR)for gastric SMT from January 2022 to July 2024 were selected.27 patients using the detachable titanium clip combined with rubber band intracavity dual traction assistance ESE or EFR were selected as experimental group,and 25 patients using the traditional ESE or EFR were selected as control group.Operation time,hospital stay,hospital cost,one time complete excavation rate and complication rates were compared between the two groups.Results The operation time and hospital stay in the experimental group were significantly shorter than those in the control group,and the hospital cost was also significantly lower,with all differences being statistically significant(P<0.05).The comparison of surgical complication rates between the two groups showed a statistically significant difference(P<0.05),with the experimental group having significantly lower total complication rates than that in the control group.However,there was no statistically significant difference(P>0.05)in the rate of one-time complete excavation between the two groups.Conclusion The detachable titanium clip combined with rubber band intracavitary dual-traction-assisted endoscopic treatment for gastric SMT significantly shortens the operation time and hospital stay,reduces hospital costs and surgical complications.It is a simple,effective auxiliary device that worthy for clinical application.
10.Mechanism of bone sialoprotein(BSP)-mediated promotion of endometrial cancer proliferation and invasion via TGF-β signaling regulation
Xiaoling KANG ; Zhenlian LI ; Huibin LI ; Dongdong WANG ; Yuexian LING ; Jintao FU ; Yanxia LIAO ; Yu-juan GUO ; Zhuzhu HUANG ; Hongyi GAO
Chinese Journal of Clinical and Experimental Pathology 2025;41(11):1446-1453,1461
Purpose To investigate the expression of bone sialoprotein(BSP)in the tissues and cells of endome-trial cancer(EC)and its effects on the proliferation and invasion of EC cells.Methods The expression of BSP was assessed by immunohistochemistry in 235 EC tissues and 88 normal endometrial tissues,and its correlation with clinico-pathological features was analyzed.Western blot was used to compare BSP levels between human endometrial carcinoma cell line(HHUA)and normal human endumetial epithelial cells(HEEC).BSP was knocked down in HHUA cells via transient transfection,and the cells were divided into blank control group and BSP-knockdown group.The effects of BSP knockdown on cell cycle,proliferation,migration,invasion,and apoptosis were evaluated using PI staining,CCK-8,scratch,Transwell,and Annexin V-FITC assays,respectively.Protein levels of TGF-β signaling pathway compo-nents were analyzed by Western blot.Results BSP expression was significantly higher in EC tissues than in normal endometrium(P<0.001)and correlated with lymph node metastasis and advanced FIGO stage(P<0.05).BSP pro-tein level was also significantly elevated in HHUA cells(2.455 8±0.008 9)compared to HEECs(1.571 2±0.005 4)(P<0.01).After knockdown,compared with the control group,the proliferation index(74.4±3.33),migration rate(0.48±0.03),and invasion ability(0.36±0.11)of the cells were increased,and the apoptosis rate(25.97%)of the cells was increased(P<0.05).Furthermore,the expression levels of TGF-β signaling pathway downstream proteins TGF-β1(0.290 4±0.002 3)、TGF-β2(0.292 9±0.001 6)、Smad2(0.469 3±0.001 1)、Smad3(0.247 0±0.001 7)、pAKT(0.382 1±0.001 9)、ATK(0.119 6±0.001 6)and MEK1(0.258 9±0.000 3)in the BSP-knockdown group of EC cells decreased(P<0.01).Conclusion BSP is highly expressed in endometrial cancer and promotes cancer cell proliferation,invasion,and metastasis by activating the TGF-β signaling pathway.

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